Covid Figures and Maps
Steven Rashin
July 22, 2020
Headline Numbers
As of the latest CDC data release on July 21, 2020 there are:
- 67,117 new cases
- The state with the most cases is CA with 10,794
- The county with the most cases is Los Angeles County in CA with 2,628 new cases
- The record number of national cases per day is 80,387 on July 16, 2020
- The state with the most cases is CA with 10,794
- 1,136 new deaths
- The record number of deaths per day is 3,153 on April 14, 2020
Where I live, in Somerville, MA, as of July 20, 2020 there are:
- 0 new cases
- 27 cases in the last two weeks
- Out of 1026 cases overall
- 34 Fatalities and
- 979 Recoveries
- Out of 1026 cases overall
Consequently, in the United States, there are now:
- 3,871,366 total cases
- 140,985 total deaths
Globally, as of the latest WHO data release on July 22, 2020, there are:
- 14,765,256 total cases
- 202,726 today
- 612,054 total deaths
- 4,286 today
Overall Covid Cases In The USA
Regions are defined as follows: Northeast (CT, ME, MA, NH, RI, VT, NJ, NY, PA), Midwest (IN, IL, MI, OH, WI, IA, KS, MN, MO, NE, ND, SD), South (AL, AR, DC, DE, FL, GA, KY, LA, MD, MS, NC, OK, SC, TN, TX, VA, WV) and West (AZ, CO, ID, NM, MT, UT, NV, WY, AK, CA, HI, OR, WA).
US Cases Compared to World Cases
Covid Cases in Somerville, MA and MA
Latest Cases in Boston Area (Today, One Week Ago, Two Weeks Ago)
| Date | County Name | Cases | Deaths | New Cases | New Deaths |
|---|---|---|---|---|---|
| July 21, 2020 | Middlesex County | 25011 | 1946 | 53 | 0 |
| July 14, 2020 | Middlesex County | 24600 | 1923 | 64 | 2 |
| July 07, 2020 | Middlesex County | 24243 | 1888 | 50 | 6 |
| July 21, 2020 | Norfolk County | 9779 | 970 | 42 | 2 |
| July 14, 2020 | Norfolk County | 9530 | 959 | 45 | 1 |
| July 07, 2020 | Norfolk County | 9306 | 941 | 22 | 1 |
| July 21, 2020 | Suffolk County | 20650 | 1039 | 29 | 4 |
| July 14, 2020 | Suffolk County | 20386 | 1022 | 44 | 2 |
| July 07, 2020 | Suffolk County | 20048 | 1008 | 34 | 0 |
New Covid Cases By State
The plot below shows the number of new COVID cases by state. Note that each figure has its own y axis; this is done so that trends can be seen within each state. Log scales can make the difference between 100 and 1000 cases hard to discern and a common y axis causes states like NY and CA to swamp states like NC. Negative new cases can occur when States revise their total number of cases downwards, as Hawaii did between June 30, 2020 and July 1, 2020.
COVID Cases per 1,000 Residents by State
This figure shows the number of COVID cases per 1,000.
Latest County Case Map
Latest County Death Map
Counties with the Most Cases Over Time
| Date | State | County Name | Cases | Deaths |
|---|---|---|---|---|
| 2020-07-21 | CA | Los Angeles County | 161673 | 4154 |
| 2020-07-21 | IL | Cook County | 99464 | 4788 |
| 2020-07-21 | AZ | Maricopa County | 98988 | 1556 |
| 2020-07-21 | FL | Miami-Dade County | 89557 | 1325 |
| 2020-07-21 | NY | Queens County | 67194 | 7148 |
| 2020-07-01 | CA | Los Angeles County | 105507 | 3402 |
| 2020-07-01 | IL | Cook County | 90911 | 4581 |
| 2020-07-01 | NY | Queens County | 65455 | 7059 |
| 2020-07-01 | NY | Kings County | 59742 | 7104 |
| 2020-07-01 | AZ | Maricopa County | 52266 | 817 |
| 2020-06-01 | IL | Cook County | 78495 | 3658 |
| 2020-06-01 | NY | Queens County | 62094 | 6271 |
| 2020-06-01 | NY | Kings County | 56053 | 6742 |
| 2020-06-01 | CA | Los Angeles County | 55968 | 2362 |
| 2020-06-01 | NY | Bronx County | 45359 | 4480 |
| 2020-05-01 | NY | Queens County | 52274 | 5111 |
| 2020-05-01 | NY | Kings County | 45519 | 5320 |
| 2020-05-01 | IL | Cook County | 38668 | 1673 |
| 2020-05-01 | NY | Bronx County | 37785 | 3527 |
| 2020-05-01 | NY | Nassau County | 36161 | 1720 |
Hospitalizations By State
Patients Currently in the ICU
Patients Currently on Ventilators
Cumulative Cases by County in the Northeast
Cumulative Cases by State Over Time
Cumulative Deaths by State Over Time
Daily Percent Positive Cases
According to the WHO the positive rate should be below 5%.1 Days above the threshold are denoted in red, days below are in blue. Note that the variables currently used for these plots –positiveIncrease and negativeIncrease– are being phased out and will be replaced by positiveCasesViral and negativeCasesViral.
Partisanship and COVID Cases
Variants of Select Figures
Week to Week Changes in COVID Cases
Confirmed Cases as a Percentage of State Population
The two sets of points are confirmed cases (black), and potential cases (grey) which are confirmed cases times ten. For herd immunity, typically 70-90% of a population needs immunity.2
Data Sources
Data for this report comes from:
- The CDC Homepage https://www.cdc.gov/covid-data-tracker/index.html#county-map and https://usafacts.org/visualizations/coronavirus-covid-19-spread-map/, specifically:
- Confirmed COVID Cases https://usafactsstatic.blob.core.windows.net/public/data/covid-19/covid_confirmed_usafacts.csv
- Covid Deaths https://usafactsstatic.blob.core.windows.net/public/data/covid-19/covid_deaths_usafacts.csv
- County Population https://usafactsstatic.blob.core.windows.net/public/data/covid-19/covid_county_population_usafacts.csv
- Covidtracker.com data (used by Johns Hopkins https://coronavirus.jhu.edu/us-map) https://covidtracking.com/api/v1/states/daily.csv
- World Health Organization https://covid19.who.int/
- Somerville City data https://somerville-dashboardcovid.trial.opendatasoft.com/pages/citysdashboard/
Different Counts from Different Data
See the difference between https://covidtracking.com/api/v1/states/daily.csv and https://usafacts.org/visualizations/coronavirus-covid-19-spread-map/
